Riqiang Gao

Scientist, Siemens Healthineers

Joined

January 2021

Names

Riqiang Gao (Preferred)

Emails

****@vanderbilt.edu (Confirmed)

****@siemens-healthineers.com (Confirmed)

****@gmail.com (Confirmed)

****@mails.tsinghua.edu.cn

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Scientist

Siemens Healthineers (siemens-healthineers.com)

2022 – Present

PhD student

Computer Science, Vanderbilt University (vanderbilt.edu)

2018 – 2022

MS student

Electronic Engineering, Tsinghua University (mails.tsinghua.edu.cn)

2015 – 2018

Advisors, Relations & Conflicts

Coworker

Ali Kamen

2022 – Present

Coworker

Dorin Comaniciu

2022 – Present

Coworker

Zhoubing Xu

2021 – 2024

PhD Advisor

Bennett Landman

2018 – 2022

Coauthor

Yuankai Huo

2018 – 2022

Expertise

Medical Image Analysis

Present

Cancer Diagnosis and Treatment

Present

Deep Learning

Present

Publications

Demo: Generative AI helps Radiotherapy Planning with User Preference
Riqiang Gao, Simon Arberet, Martin Kraus, Han Liu, Wilko F.A.R. Verbakel, Dorin Comaniciu, Florin-Cristian Ghesu, Ali Kamen
- GenAI4Health 2025 Oral
- Readers: Everyone
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
Riqiang Gao, Florin-Cristian Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen
- ICML 2024 Poster
- Readers: Everyone
Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models
Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Leon Y. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- MICCAI (8) 2022
- Readers: Everyone
Characterizing Renal Structures with 3D Block Aggregate Transformers
Xin Yu, Yucheng Tang, Yinchi Zhou, Riqiang Gao, Qi Yang, Ho Hin Lee, Thomas Z. Li, Shunxing Bao, Yuankai Huo, Zhoubing Xu, Thomas A. Lasko, Richard G. Abramson, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography
Thomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim L. Sandler, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging
Riqiang Gao, Thomas Z. Li, Yucheng Tang, Zhoubing Xu, Michael N. Kammer, Sanja L. Antic, Kim L. Sandler, Fabien Maldonado, Thomas A. Lasko, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation
Xin Yu, Yucheng Tang, Qi Yang, Ho Hin Lee, Riqiang Gao, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation
Ho Hin Lee, Yucheng Tang, Riqiang Gao, Qi Yang, Xin Yu, Shunxing Bao, James G. Terry, John Jeffrey Carr, Yuankai Huo, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective
Kaiwen Xu, Thomas Z. Li, Mirza S. Khan, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation
Xin Yu, Qi Yang, Yinchi Zhou, Leon Y. Cai, Riqiang Gao, Ho Hin Lee, Thomas Z. Li, Shunxing Bao, Zhoubing Xu, Thomas A. Lasko, Richard G. Abramson, Zizhao Zhang, Yuankai Huo, Bennett A. Landman, Yucheng Tang
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 51 publications

Co-Authors

View all 86 co-authors